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One year of COVID-19: Impacts on safe driving behavior and policy recommendations
Introduction: In the unprecedented year of 2020, the rapid spread of COVID-19 disrupted everyday activities worldwide, leading the majority of countries to impose lockdowns and confine citizens in order to minimize the exponential increase in cases and casualties. To date, very few studies have been...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Safety Council and Elsevier Ltd.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9595383/ https://www.ncbi.nlm.nih.gov/pubmed/36868670 http://dx.doi.org/10.1016/j.jsr.2022.10.007 |
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author | Michelaraki, Eva Sekadakis, Marios Katrakazas, Christos Ziakopoulos, Apostolos Yannis, George |
author_facet | Michelaraki, Eva Sekadakis, Marios Katrakazas, Christos Ziakopoulos, Apostolos Yannis, George |
author_sort | Michelaraki, Eva |
collection | PubMed |
description | Introduction: In the unprecedented year of 2020, the rapid spread of COVID-19 disrupted everyday activities worldwide, leading the majority of countries to impose lockdowns and confine citizens in order to minimize the exponential increase in cases and casualties. To date, very few studies have been concerned with the effect of the pandemic on driving behavior and road safety, and usually explore data from a limited time span. Method: This study presents a descriptive overview of several driving behavior indicators as well as road crash data in correlation with the strictness of response measures in Greece and the Kingdom of Saudi Arabia (KSA). A k-means clustering approach was also employed to detect meaningful patterns. Results: Results indicated that during the lockdown periods, speeds were increased by up to 6%, while harsh events were increased by about 35% in the two countries, compared to the period after the confinement. However, the imposition of another lockdown did not cause radical changes in Greek driving behavior during the late months of 2020. Finally, the clustering algorithm identified a “baseline,” a “restrictions,” and a “lockdown” driving behavior cluster, and it was shown that harsh braking frequency was the most distinctive factor. Policy recommendations: Based on these findings, policymakers should focus on the reduction and enforcement of speed limits, especially within urban areas, as well as the incorporation of active travelers in the current transport infrastructure. |
format | Online Article Text |
id | pubmed-9595383 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | National Safety Council and Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95953832022-10-25 One year of COVID-19: Impacts on safe driving behavior and policy recommendations Michelaraki, Eva Sekadakis, Marios Katrakazas, Christos Ziakopoulos, Apostolos Yannis, George J Safety Res Article Introduction: In the unprecedented year of 2020, the rapid spread of COVID-19 disrupted everyday activities worldwide, leading the majority of countries to impose lockdowns and confine citizens in order to minimize the exponential increase in cases and casualties. To date, very few studies have been concerned with the effect of the pandemic on driving behavior and road safety, and usually explore data from a limited time span. Method: This study presents a descriptive overview of several driving behavior indicators as well as road crash data in correlation with the strictness of response measures in Greece and the Kingdom of Saudi Arabia (KSA). A k-means clustering approach was also employed to detect meaningful patterns. Results: Results indicated that during the lockdown periods, speeds were increased by up to 6%, while harsh events were increased by about 35% in the two countries, compared to the period after the confinement. However, the imposition of another lockdown did not cause radical changes in Greek driving behavior during the late months of 2020. Finally, the clustering algorithm identified a “baseline,” a “restrictions,” and a “lockdown” driving behavior cluster, and it was shown that harsh braking frequency was the most distinctive factor. Policy recommendations: Based on these findings, policymakers should focus on the reduction and enforcement of speed limits, especially within urban areas, as well as the incorporation of active travelers in the current transport infrastructure. National Safety Council and Elsevier Ltd. 2023-02 2022-10-24 /pmc/articles/PMC9595383/ /pubmed/36868670 http://dx.doi.org/10.1016/j.jsr.2022.10.007 Text en Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Michelaraki, Eva Sekadakis, Marios Katrakazas, Christos Ziakopoulos, Apostolos Yannis, George One year of COVID-19: Impacts on safe driving behavior and policy recommendations |
title | One year of COVID-19: Impacts on safe driving behavior and policy recommendations |
title_full | One year of COVID-19: Impacts on safe driving behavior and policy recommendations |
title_fullStr | One year of COVID-19: Impacts on safe driving behavior and policy recommendations |
title_full_unstemmed | One year of COVID-19: Impacts on safe driving behavior and policy recommendations |
title_short | One year of COVID-19: Impacts on safe driving behavior and policy recommendations |
title_sort | one year of covid-19: impacts on safe driving behavior and policy recommendations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9595383/ https://www.ncbi.nlm.nih.gov/pubmed/36868670 http://dx.doi.org/10.1016/j.jsr.2022.10.007 |
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